Everyone said AI was the future. We couldn’t stop noticing how rarely it worked in the present.
We’re not here to impress. We’re here to deliver.
Our team is small, senior, and seriously technical — ML specialists, full-stack engineers, infrastructure minds who understand that elegant code is only half the job. The other half is making it survive contact with the real world.
Some of the highlights:
- We worked with OpenAI’s contract team and Hugging Face to add custom vocabularies to the Whisper V3 model making it smarter for industry-specific use.
- We consulted on Falcon 180B, helping eliminate data redundancy and improve performance at scale.
- We developed an AI-assisted surgical system now used by Mayo Clinics.
- We created a Hawk-Eye-style tracking system for Skillocity that’s gone on to power tennis matches around the world generating over $100M in revenue.
- We also designed a secure, encrypted crypto token ecosystem that continues to earn more than $1M per year for one of our clients.
140+ deployments across healthcare, fintech, aviation, defense, and private R&D. The pattern?
Turn ambiguity into software. Make things that work. Leave things better than we found them.
But that’s just the prelude.
The next chapter is where it gets real.
We’re now focused on what comes after the LLM hype curve:
Autonomous AI agents that reason and act.
Multimodal cognition — systems that see, speak, and listen in one breath.
Private, sovereign LLM stacks — because renting intelligence isn’t a long-term strategy.
We believe real tech should make real life better.
For the rural doctor.
For the high-stakes trader.
For the founder trying to build what lasts.
And we believe in showing up.
Doing the work. Shipping. Fixing. Improving.
That’s why 50%+ of our work comes from returning clients.